{ "_notes": "SD-078 disclosure map. status per (jurisdiction, cohort family): certified (>=0.99 measured, artifact on file) | measured_below_gate (real measurement, failed the gate \u2014 value+date disclosed) | unmeasured (THE DEFAULT \u2014 absence of measurement is itself disclosed). SD-079: top-level source_freshness = discontinued/frozen source registry; data_through is MEASURED at generation time, never hand-maintained; absence from the block is NOT a freshness claim. classification_coverage: the SCOPE half, which certification does not measure. TWO numbers per JURISDICTION, never collapsed to one \u2014 classified/eligible is a fact about us, eligible/total_permits is a fact about what the source publishes and what our admission rules accept. Keyed by jurisdiction and not by membership on purpose: at membership grain the first ratio would be a cohort's share of the admitted set, which is a fact about the city's building mix. Row grain on both sides of both ratios. A null share means the denominator was zero, never that the value is zero.", "as_of_utc": "2026-08-26T13:27:06.367994+00:00", "classification_coverage": { "grain": "rows", "jurisdictions": { "albuquerque": { "classified": 6950, "classified_of_eligible": 0.4631, "eligible": 15009, "eligible_of_total": 0.3308, "total_permits": 45373 }, "allen_tx": { "classified": 8717, "classified_of_eligible": 0.8982, "eligible": 9705, "eligible_of_total": 0.4361, "total_permits": 22255 }, "allentown": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 5560 }, "alpharetta": { "classified": 1289, "classified_of_eligible": 1.0, "eligible": 1289, "eligible_of_total": 0.9692, "total_permits": 1330 }, "arlington": { "classified": 12117, "classified_of_eligible": 0.9639, "eligible": 12571, "eligible_of_total": 0.622, "total_permits": 20212 }, "atlanta": { "classified": 13862, "classified_of_eligible": 0.8941, "eligible": 15503, "eligible_of_total": 0.437, "total_permits": 35473 }, "aurora": { "classified": 3699, "classified_of_eligible": 0.9563, "eligible": 3868, "eligible_of_total": 0.3389, "total_permits": 11415 }, "austin": { "classified": 2143183, "classified_of_eligible": 0.9691, "eligible": 2211476, "eligible_of_total": 0.9348, "total_permits": 2365794 }, "baltimore": { "classified": 188241, "classified_of_eligible": 0.916, "eligible": 205494, "eligible_of_total": 0.7086, "total_permits": 290009 }, "baton_rouge": { "classified": 92927, "classified_of_eligible": 0.7765, "eligible": 119678, "eligible_of_total": 0.8391, "total_permits": 142624 }, "beaufort_county_sc": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 17105 }, "boston": { "classified": 584549, "classified_of_eligible": 0.9771, "eligible": 598271, "eligible_of_total": 0.9046, "total_permits": 661347 }, "calgary": { "classified": 468077, "classified_of_eligible": 0.9784, "eligible": 478422, "eligible_of_total": 0.9662, "total_permits": 495169 }, "cambridge": { "classified": 14593, "classified_of_eligible": 0.9999, "eligible": 14594, "eligible_of_total": 1.0, "total_permits": 14594 }, "carson": { "classified": 6176, "classified_of_eligible": 0.892, "eligible": 6924, "eligible_of_total": 0.7027, "total_permits": 9854 }, "cedar_rapids_ia": { "classified": 1216, "classified_of_eligible": 0.5282, "eligible": 2302, "eligible_of_total": 0.1027, "total_permits": 22405 }, "centennial_co": { "classified": 5218, "classified_of_eligible": 0.8565, "eligible": 6092, "eligible_of_total": 0.2679, "total_permits": 22744 }, "charlotte": { "classified": 328035, "classified_of_eligible": 0.994, "eligible": 330025, "eligible_of_total": 0.9339, "total_permits": 353388 }, "chicago": { "classified": 358251, "classified_of_eligible": 0.9984, "eligible": 358814, "eligible_of_total": 0.4138, "total_permits": 867206 }, "chula_vista": { "classified": 3346, "classified_of_eligible": 0.9574, "eligible": 3495, "eligible_of_total": 0.4357, "total_permits": 8021 }, "cincinnati": { "classified": 144219, "classified_of_eligible": 0.9474, "eligible": 152225, "eligible_of_total": 0.9405, "total_permits": 161860 }, "clallam_county_wa": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 33492 }, "clay_county_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 25570 }, "clayton_county_ga": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 31205 }, "clermont_county_oh": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 23341 }, "cleveland": { "classified": 200523, "classified_of_eligible": 0.7648, "eligible": 262183, "eligible_of_total": 0.588, "total_permits": 445870 }, "college_station": { "classified": 141051, "classified_of_eligible": 0.9981, "eligible": 141317, "eligible_of_total": 0.7844, "total_permits": 180158 }, "collin_county": { "classified": 13816, "classified_of_eligible": 0.6781, "eligible": 20375, "eligible_of_total": 0.1893, "total_permits": 107605 }, "columbia_sc": { "classified": 8970, "classified_of_eligible": 0.9861, "eligible": 9096, "eligible_of_total": 0.3909, "total_permits": 23269 }, "columbus_ga": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 21257 }, "columbus_oh": { "classified": 671151, "classified_of_eligible": 1.0, "eligible": 671151, "eligible_of_total": 0.9946, "total_permits": 674787 }, "conway_ar": { "classified": 18875, "classified_of_eligible": 0.9738, "eligible": 19382, "eligible_of_total": 0.8592, "total_permits": 22558 }, "cornelius": { "classified": 15033, "classified_of_eligible": 0.994, "eligible": 15123, "eligible_of_total": 0.8542, "total_permits": 17704 }, "corona": { "classified": 34718, "classified_of_eligible": 0.9999, "eligible": 34720, "eligible_of_total": 0.7949, "total_permits": 43677 }, "cupertino": { "classified": 3985, "classified_of_eligible": 0.991, "eligible": 4021, "eligible_of_total": 0.736, "total_permits": 5463 }, "dallas": { "classified": 38558, "classified_of_eligible": 0.9213, "eligible": 41853, "eligible_of_total": 0.33, "total_permits": 126840 }, "davidson": { "classified": 7285, "classified_of_eligible": 0.9937, "eligible": 7331, "eligible_of_total": 0.8738, "total_permits": 8390 }, "dc": { "classified": 325516, "classified_of_eligible": 0.947, "eligible": 343721, "eligible_of_total": 0.4625, "total_permits": 743206 }, "delray_beach_fl": { "classified": 8916, "classified_of_eligible": 0.8418, "eligible": 10592, "eligible_of_total": 0.3685, "total_permits": 28747 }, "deltona_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 22042 }, "denver": { "classified": 120004, "classified_of_eligible": 0.9805, "eligible": 122392, "eligible_of_total": 0.9278, "total_permits": 131910 }, "desoto_county_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 20952 }, "destin_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 23345 }, "detroit": { "classified": 40427, "classified_of_eligible": 0.9483, "eligible": 42629, "eligible_of_total": 0.1822, "total_permits": 233988 }, "doral_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 26348 }, "el_paso": { "classified": 5580, "classified_of_eligible": 0.802, "eligible": 6958, "eligible_of_total": 0.3286, "total_permits": 21175 }, "fort_worth": { "classified": 317066, "classified_of_eligible": 0.8976, "eligible": 353234, "eligible_of_total": 0.2201, "total_permits": 1605008 }, "framingham": { "classified": 18324, "classified_of_eligible": 0.9837, "eligible": 18628, "eligible_of_total": 0.2961, "total_permits": 62903 }, "gainesville": { "classified": 5107, "classified_of_eligible": 0.8241, "eligible": 6197, "eligible_of_total": 0.0641, "total_permits": 96691 }, "gilbert": { "classified": 144637, "classified_of_eligible": 0.9997, "eligible": 144681, "eligible_of_total": 0.6719, "total_permits": 215341 }, "goochland_county_va": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 28922 }, "greenville_nc": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 22299 }, "gresham": { "classified": 17549, "classified_of_eligible": 0.9749, "eligible": 18001, "eligible_of_total": 0.7347, "total_permits": 24500 }, "hartford": { "classified": 32465, "classified_of_eligible": 0.9971, "eligible": 32559, "eligible_of_total": 0.9063, "total_permits": 35927 }, "hawaii_county_hi": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 22868 }, "henderson_nv": { "classified": 120139, "classified_of_eligible": 0.9766, "eligible": 123023, "eligible_of_total": 0.4294, "total_permits": 286511 }, "hendersonville_tn": { "classified": 19132, "classified_of_eligible": 0.9669, "eligible": 19786, "eligible_of_total": 0.9171, "total_permits": 21574 }, "houston": { "classified": 22148, "classified_of_eligible": 0.9286, "eligible": 23852, "eligible_of_total": 0.7816, "total_permits": 30516 }, "howard_county": { "classified": 13040, "classified_of_eligible": 0.9693, "eligible": 13453, "eligible_of_total": 0.2206, "total_permits": 60996 }, "huntersville": { "classified": 30643, "classified_of_eligible": 0.9948, "eligible": 30803, "eligible_of_total": 0.9014, "total_permits": 34173 }, "jersey_city_nj": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 26107 }, "johns_creek": { "classified": 2429, "classified_of_eligible": 1.0, 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"eligible": 21934, "eligible_of_total": 0.8193, "total_permits": 26773 }, "malden_ma": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 22704 }, "marco_island_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 22256 }, "maricopa_county": { "classified": 28402, "classified_of_eligible": 0.9743, "eligible": 29151, "eligible_of_total": 0.794, "total_permits": 36713 }, "matthews": { "classified": 11391, "classified_of_eligible": 0.9953, "eligible": 11445, "eligible_of_total": 0.9649, "total_permits": 11861 }, "mecklenburg": { "classified": 38295, "classified_of_eligible": 0.995, "eligible": 38488, "eligible_of_total": 0.9649, "total_permits": 39889 }, "memphis": { "classified": 27100, "classified_of_eligible": 1.0, "eligible": 27100, "eligible_of_total": 1.0, "total_permits": 27100 }, "mesa": { "classified": 110611, "classified_of_eligible": 0.9022, "eligible": 122596, "eligible_of_total": 0.789, "total_permits": 155372 }, "miami": { "classified": 296480, "classified_of_eligible": 0.9917, "eligible": 298959, "eligible_of_total": 0.9674, "total_permits": 309043 }, "miami_gardens_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 23659 }, "milwaukee": { "classified": 16385, "classified_of_eligible": 1.0, "eligible": 16385, "eligible_of_total": 1.0, "total_permits": 16385 }, "minneapolis": { "classified": 331333, "classified_of_eligible": 1.0, "eligible": 331336, "eligible_of_total": 0.9821, "total_permits": 337361 }, "mint_hill": { "classified": 9984, "classified_of_eligible": 0.9955, "eligible": 10029, "eligible_of_total": 0.9399, "total_permits": 10670 }, "miramar_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 30717 }, "mobile_al": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 23703 }, "montgomery_md": { "classified": 183397, "classified_of_eligible": 1.0, "eligible": 183397, "eligible_of_total": 0.8082, "total_permits": 226921 }, "naperville": { "classified": 7079, "classified_of_eligible": 0.9992, "eligible": 7085, "eligible_of_total": 0.2001, "total_permits": 35405 }, "nashville": { "classified": 123541, "classified_of_eligible": 0.9867, "eligible": 125200, "eligible_of_total": 0.7689, "total_permits": 162820 }, "new_hanover_county_nc": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 24842 }, "nola": { "classified": 4287, "classified_of_eligible": 0.9833, "eligible": 4360, "eligible_of_total": 0.8771, "total_permits": 4971 }, "norfolk": { "classified": 102726, "classified_of_eligible": 0.9982, "eligible": 102910, "eligible_of_total": 0.9305, "total_permits": 110595 }, "north_port_fl": { "classified": 7400, "classified_of_eligible": 0.9164, "eligible": 8075, "eligible_of_total": 0.4309, "total_permits": 18742 }, "nyc": { "classified": 5119463, "classified_of_eligible": 0.8959, "eligible": 5714617, "eligible_of_total": 0.7427, "total_permits": 7694673 }, "oakland": { "classified": 16580, "classified_of_eligible": 0.9352, "eligible": 17729, "eligible_of_total": 0.6694, "total_permits": 26484 }, "ojai": { "classified": 395, "classified_of_eligible": 1.0, "eligible": 395, "eligible_of_total": 0.7685, "total_permits": 514 }, "okeechobee_county_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 22373 }, "orlando": { "classified": 804210, "classified_of_eligible": 0.9054, "eligible": 888239, "eligible_of_total": 0.8025, "total_permits": 1106835 }, "pasadena": { "classified": 90, "classified_of_eligible": 0.989, "eligible": 91, "eligible_of_total": 0.1248, "total_permits": 729 }, "pasadena_tx": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 35055 }, "philadelphia": { "classified": 395195, "classified_of_eligible": 0.9352, "eligible": 422593, "eligible_of_total": 0.4553, "total_permits": 928133 }, "pineville": { "classified": 5590, "classified_of_eligible": 0.9903, "eligible": 5645, "eligible_of_total": 0.8858, "total_permits": 6373 }, "pittsburgh": { "classified": 62299, "classified_of_eligible": 0.9722, "eligible": 64078, "eligible_of_total": 0.9946, "total_permits": 64429 }, "pleasanton": { "classified": 3022, "classified_of_eligible": 0.8248, "eligible": 3664, "eligible_of_total": 0.4947, "total_permits": 7407 }, "port_arthur_tx": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 21935 }, "portland": { "classified": 41212, "classified_of_eligible": 0.9993, "eligible": 41239, "eligible_of_total": 0.9615, "total_permits": 42890 }, "providence": { "classified": 19658, "classified_of_eligible": 0.9932, "eligible": 19792, "eligible_of_total": 0.2447, "total_permits": 80874 }, "queenannes_county_md": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 23047 }, "raleigh": { "classified": 169883, "classified_of_eligible": 0.975, "eligible": 174235, "eligible_of_total": 0.9477, "total_permits": 183848 }, "reading": { "classified": 97878, "classified_of_eligible": 0.9986, "eligible": 98011, "eligible_of_total": 0.8815, "total_permits": 111192 }, "redmond_wa": { "classified": 16264, "classified_of_eligible": 0.9077, "eligible": 17917, "eligible_of_total": 0.6542, "total_permits": 27387 }, "reno": { "classified": 17040, "classified_of_eligible": 0.9034, "eligible": 18863, "eligible_of_total": 0.7609, "total_permits": 24792 }, "rockford": { "classified": 15882, "classified_of_eligible": 0.9945, "eligible": 15970, "eligible_of_total": 0.7256, "total_permits": 22008 }, "rockland_county_ny": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 20955 }, "sacramento": { "classified": 11249, "classified_of_eligible": 0.9868, "eligible": 11400, "eligible_of_total": 0.9682, "total_permits": 11774 }, "saint_paul": { "classified": 13247, "classified_of_eligible": 1.0, "eligible": 13247, "eligible_of_total": 0.0417, "total_permits": 317968 }, "san_antonio": { "classified": 338121, "classified_of_eligible": 0.9498, "eligible": 355996, "eligible_of_total": 0.2681, "total_permits": 1327718 }, "san_diego": { "classified": 306206, "classified_of_eligible": 0.9426, "eligible": 324848, "eligible_of_total": 0.2592, "total_permits": 1253282 }, "san_jose": { "classified": 19792, "classified_of_eligible": 0.9984, "eligible": 19824, "eligible_of_total": 0.9926, "total_permits": 19972 }, "sanibel_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 21889 }, "santa_barbara": { "classified": 3971, "classified_of_eligible": 0.9154, "eligible": 4338, "eligible_of_total": 0.4455, "total_permits": 9738 }, "santa_fe_nm": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 28051 }, "santa_monica": { "classified": 2735, "classified_of_eligible": 0.9838, "eligible": 2780, "eligible_of_total": 0.983, "total_permits": 2828 }, "scottsdale": { "classified": 169103, "classified_of_eligible": 0.9618, "eligible": 175825, "eligible_of_total": 0.6102, "total_permits": 288142 }, "seattle": { "classified": 159079, "classified_of_eligible": 0.9565, "eligible": 166311, "eligible_of_total": 0.8638, "total_permits": 192525 }, "sf": { "classified": 1128556, "classified_of_eligible": 0.9983, "eligible": 1130523, "eligible_of_total": 0.8733, "total_permits": 1294506 }, "skagit_county_wa": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 31991 }, "somerville": { "classified": 28536, "classified_of_eligible": 0.9999, "eligible": 28538, "eligible_of_total": 0.9809, "total_permits": 29093 }, "sparks": { "classified": 1031, "classified_of_eligible": 0.7711, "eligible": 1337, "eligible_of_total": 0.1309, "total_permits": 10216 }, "spokane": { "classified": 5707, "classified_of_eligible": 1.0, "eligible": 5707, "eligible_of_total": 0.8345, "total_permits": 6839 }, "streamwood_il": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 21183 }, "tampa": { "classified": 11085, "classified_of_eligible": 0.8029, "eligible": 13806, "eligible_of_total": 0.6885, "total_permits": 20053 }, "tempe": { "classified": 11949, "classified_of_eligible": 0.9625, "eligible": 12414, "eligible_of_total": 0.6146, "total_permits": 20197 }, "tigard_or": { "classified": 15133, "classified_of_eligible": 0.9651, "eligible": 15681, "eligible_of_total": 0.7263, "total_permits": 21589 }, "tucson": { "classified": 26390, "classified_of_eligible": 0.9999, "eligible": 26392, "eligible_of_total": 0.885, "total_permits": 29823 }, "tulsa": { "classified": 17126, "classified_of_eligible": 0.9119, "eligible": 18780, "eligible_of_total": 0.725, "total_permits": 25905 }, "urbana": { "classified": 45174, "classified_of_eligible": 1.0, "eligible": 45174, "eligible_of_total": 0.9176, "total_permits": 49233 }, "wake_county_nc": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 26754 }, "walton_county_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 24438 }, "waxahachie_tx": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 29812 }, "west_des_moines_ia": { "classified": 7595, "classified_of_eligible": 0.9649, "eligible": 7871, "eligible_of_total": 0.3723, "total_permits": 21144 }, "west_palm_beach_fl": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 25941 }, "whatcom_county_wa": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 24871 }, "winnipeg": { "classified": 123675, "classified_of_eligible": 0.8326, "eligible": 148542, "eligible_of_total": 0.9188, "total_permits": 161670 }, "yuba_county_ca": { "classified": 0, "classified_of_eligible": null, "eligible": 0, "eligible_of_total": 0.0, "total_permits": 22597 }, "yuma_az": { "classified": 7535, "classified_of_eligible": 0.6952, "eligible": 10838, "eligible_of_total": 0.4335, "total_permits": 25000 } }, "measured_from_matview_as_of_utc": "2026-08-26T11:22:25.938041+00:00" }, "families": [ "adu", "civic", "commercial", "commercial_fire_protection", "commercial_hvac", "construction_support", "multifamily", "multifamily_fire_protection", "multifamily_mep", "residential", "residential_fire_protection", "solar", "storage" ], "jurisdictions": { "albuquerque": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, 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"status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-06-25", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "lake_county_il": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "las_vegas": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "livermore": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "louisville": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9949208803160067, "ci_low": 0.9929439728895565, "measured_date": "2026-06-23", "measured_precision": 0.994, "sample_n": 23551, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "malden_ma": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "marco_island_fl": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "maricopa_county": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "ci_high": 0.9967474605956684, "ci_low": 0.9925589421316449, "measured_date": "2026-06-22", "measured_precision": 0.995, "sample_n": 4470, "status": "certified" }, "storage": { "status": "unmeasured" } }, "matthews": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-06-25", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "mecklenburg": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-06-25", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "memphis": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "mesa": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9844439539763071, "ci_low": 0.9817203387476116, "measured_date": "2026-07-23", "measured_precision": 0.98313, "note": "The disagreements are MF-boundary: we map 144-unit apartment complexes to residential; the publisher files them as Commercial Permit. Judge for yourself \u2014 the number is the raw disagreement rate.", "sample_n": 34393, "status": "measured_below_gate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "ci_high": 1.0, "ci_low": 0.9920275460897767, "measured_date": "2026-06-23", "measured_precision": 1.0, "sample_n": 478, "status": "certified" } }, "miami": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 1.0, "ci_low": 0.9990405567098487, "measured_date": "2026-07-09", "measured_precision": 1.0, "sample_n": 4000, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "ci_high": 1.0, "ci_low": 0.9986176041780646, "measured_date": "2026-06-22", "measured_precision": 1.0, "sample_n": 2775, "status": "certified" }, "storage": { "status": "unmeasured" } }, "miami_gardens_fl": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "milwaukee": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.9995401566044276, "measured_date": "2026-07-23", "measured_precision": 1.0, "sample_n": 8350, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "minneapolis": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-06-25", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "mint_hill": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-06-25", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "miramar_fl": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "mobile_al": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "montgomery_md": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 1.0, "ci_low": 0.9990405567098487, "measured_date": "2026-07-09", "measured_precision": 1.0, "sample_n": 4000, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "naperville": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 1.0, "ci_low": 0.9984177472509429, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 2424, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "nashville": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "measured_date": "2026-06-26", "measured_precision": 0.99, "sample_n": 100, "status": "asserted_at_floor" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "new_hanover_county_nc": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "nola": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 1.0, "ci_low": 0.9985513995153381, "measured_date": "2026-07-23", "measured_precision": 1.0, "sample_n": 2648, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "norfolk": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "ci_high": 1.0, "ci_low": 0.999343210300785, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 5845, "status": "certified" }, "residential": { "ci_high": 1.0, "ci_low": 0.9689808335671897, "measured_date": "2026-06-23", "measured_precision": 1.0, "sample_n": 120, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "north_port_fl": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "nyc": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "ci_high": 0.9940914096203337, "ci_low": 0.8332960900398818, "measured_date": "2026-08-19", "measured_precision": 0.96667, "note": "The single disagreement was a fire-alarm permit in a 7-unit residential building, which belongs in multifamily fire protection rather than commercial.", "sample_n": 30, "status": "measured_indeterminate" }, "commercial_hvac": { "ci_high": 1.0, "ci_low": 0.9123783987651923, "measured_date": "2026-06-06", "measured_precision": 1.0, "sample_n": 40, "status": "measured_indeterminate" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "ci_high": 1.0, "ci_low": 0.9123783987651923, "measured_date": "2026-06-06", "measured_precision": 1.0, "sample_n": 40, "status": "measured_indeterminate" }, "storage": { "status": "unmeasured" } }, "oakland": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "ojai": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "okeechobee_county_fl": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "orlando": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 1.0, "ci_low": 0.9990405567098487, "measured_date": "2026-07-09", "measured_precision": 1.0, "sample_n": 4000, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "pasadena": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "pasadena_tx": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "philadelphia": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.9995200481116148, "measured_date": "2026-07-09", "measured_precision": 1.0, "sample_n": 8000, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "pineville": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-06-25", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "pittsburgh": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "pleasanton": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "port_arthur_tx": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "portland": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9961740867983608, "ci_low": 0.9947793032997108, "measured_date": "2026-07-23", "measured_precision": 0.99553, "sample_n": 35351, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "providence": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "queenannes_county_md": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "raleigh": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9901121457594955, "ci_low": 0.9887856087407698, "measured_date": "2026-07-23", "measured_precision": 0.98947, "note": "Genuine commercial found under the publisher's own Residential class (restaurant interiors, apartment maintenance buildings with BUSINESS/STORAGE occupancy) \u2014 the publisher's two fields disagree with each other.", "sample_n": 91069, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "reading": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 1.0, "ci_low": 0.8864866067788025, "measured_date": "2026-06-26", "measured_precision": 1.0, "sample_n": 30, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "redmond_wa": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999998, "ci_low": 0.9978704010800346, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 1800, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "reno": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "rockford": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "measured_date": "2026-07-10", "measured_precision": 0.99, "sample_n": 100, "status": "asserted_at_floor" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "rockland_county_ny": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "sacramento": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9988175960975112, "ci_low": 0.996882722940519, "measured_date": "2026-07-23", "measured_precision": 0.99808, "sample_n": 8332, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "saint_paul": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "san_antonio": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9994659602304248, "ci_low": 0.9970769950876492, "measured_date": "2026-07-09", "measured_precision": 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"civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 1.0, "ci_low": 0.9997550690095548, "measured_date": "2026-07-23", "measured_precision": 1.0, "sample_n": 15680, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "ci_high": 1.0, "ci_low": 0.9863216106389584, "measured_date": "2026-06-23", "measured_precision": 1.0, "sample_n": 277, "status": "measured_indeterminate" } }, "sanibel_fl": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "santa_barbara": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 1.0, "ci_low": 0.9904877056612815, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 400, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "santa_fe_nm": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "santa_monica": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9917109305235648, "ci_low": 0.97888260408549, "measured_date": "2026-07-23", "measured_precision": 0.98675, "note": "All 17 disagreeing permits are residential accessory structures (garages, pergolas, reroofs) the publisher census-codes as nonresidential; zero true commercial found.", "sample_n": 1283, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "scottsdale": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.8793566951843627, "measured_date": "2026-06-26", "measured_precision": 1.0, "sample_n": 28, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "ci_high": 1.0, "ci_low": 0.9996078079631359, "measured_date": "2026-06-22", "measured_precision": 1.0, "sample_n": 9791, "status": "certified" }, "storage": { "status": "unmeasured" } }, "seattle": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 1.0, "ci_low": 0.9990405567098487, "measured_date": "2026-07-09", "measured_precision": 1.0, "sample_n": 4000, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "sf": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.999744900271687, "ci_low": 0.9977970956030967, "measured_date": "2026-07-09", "measured_precision": 0.9993, "sample_n": 4000, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "skagit_county_wa": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "somerville": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "sparks": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "spokane": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "measured_date": "2026-07-08", "measured_precision": 0.99, "sample_n": 6839, "status": "asserted_at_floor" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "measured_date": "2026-07-08", "measured_precision": 0.99, "sample_n": 6839, "status": "asserted_at_floor" }, "storage": { "status": "unmeasured" } }, "streamwood_il": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "tampa": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.963006501776294, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 100, "status": "measured_indeterminate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "tempe": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.969956191912284, "ci_low": 0.9583234520005294, "measured_date": "2026-07-23", "measured_precision": 0.9646, "note": "Commercial pools, non-residential additions, and commercial PV leaking in via free-text Type defaults.", "sample_n": 3898, "status": "measured_below_gate" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "ci_high": 1.0, "ci_low": 0.998002196798456, "measured_date": "2026-06-22", "measured_precision": 1.0, "sample_n": 1919, "status": "certified" }, "storage": { "ci_high": 1.0, "ci_low": 0.8568833814920158, "measured_date": "2026-06-23", "measured_precision": 1.0, "sample_n": 23, "status": "measured_indeterminate" } }, "tigard_or": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9989673764676785, "ci_low": 0.9950946924119732, "measured_date": "2026-07-10", "measured_precision": 0.9977, "sample_n": 2664, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "tucson": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9975483863111888, "ci_low": 0.994160620253418, "measured_date": "2026-07-23", "measured_precision": 0.99622, "sample_n": 5284, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "ci_high": 0.9977117167136378, "ci_low": 0.9701302620033398, "measured_date": "2026-06-23", "measured_precision": 0.992, "sample_n": 240, "status": "measured_indeterminate" } }, "tulsa": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9980619942694798, "ci_low": 0.9959561577505401, "measured_date": "2026-07-10", "measured_precision": 0.9972, "sample_n": 10000, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "urbana": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "measured_date": "2026-07-10", "measured_precision": 0.99, "sample_n": 100, "status": "asserted_at_floor" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "wake_county_nc": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "walton_county_fl": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "waxahachie_tx": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "west_des_moines_ia": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 1.0, "ci_low": 0.9991018000411092, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 4273, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "west_palm_beach_fl": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "whatcom_county_wa": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "winnipeg": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "measured_date": "2026-07-10", "measured_precision": 0.99, "sample_n": 100, "status": "asserted_at_floor" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "yuba_county_ca": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "status": "unmeasured" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } }, "yuma_az": { "adu": { "status": "unmeasured" }, "civic": { "status": "unmeasured" }, "commercial": { "status": "unmeasured" }, "commercial_fire_protection": { "status": "unmeasured" }, "commercial_hvac": { "status": "unmeasured" }, "construction_support": { "status": "unmeasured" }, "multifamily": { "status": "unmeasured" }, "multifamily_fire_protection": { "status": "unmeasured" }, "multifamily_mep": { "status": "unmeasured" }, "residential": { "ci_high": 0.9999999999999999, "ci_low": 0.9989895794277316, "measured_date": "2026-07-10", "measured_precision": 1.0, "sample_n": 3798, "status": "certified" }, "residential_fire_protection": { "status": "unmeasured" }, "solar": { "status": "unmeasured" }, "storage": { "status": "unmeasured" } } }, "schema_version": 1, "source_freshness": { "albuquerque": { "data_through": "2025-01-16", "date_basis": "issued", "note": "Source stopped publishing new permits in spring 2024; a replacement feed is being pursued.", "re_sourcing": true, "status": "frozen" }, "dallas": { "data_through": "2020-08-29", "date_basis": "issued", "note": "Publisher retired this Socrata dataset in 2020; records end there. A replacement source is being pursued.", "re_sourcing": true, "status": "discontinued" }, "framingham": { "data_through": "2020-06-30", "date_basis": "applied", "note": "Publisher's feed stopped updating in mid-2020; no replacement source has been identified. Records are historical. Source publishes application dates only; data_through is the latest application date.", "re_sourcing": false, "status": "discontinued" }, "gainesville": { "data_through": "2023-02-28", "date_basis": "issued", "note": "Publisher's dataset stopped updating in early 2023 and the metro is deprecated. Records are historical.", "re_sourcing": false, "status": "discontinued" }, "howard_county": { "data_through": "2025-11-30", "date_basis": "issued", "note": "Source stopped publishing new permits in late 2025; a replacement feed is being pursued.", "re_sourcing": true, "status": "frozen" }, "providence": { "data_through": "2020-01-23", "date_basis": "issued", "note": "Publisher's open-data permit feed stopped updating in early 2020; no replacement source has been identified. Records are historical.", "re_sourcing": false, "status": "discontinued" }, "saint_paul": { "data_through": "2025-06-30", "date_basis": "issued", "note": "Source stopped publishing new permits in mid-2025; a replacement feed is being pursued.", "re_sourcing": true, "status": "frozen" }, "spokane": { "data_through": "2025-05-21", "date_basis": "issued", "note": "Source stopped publishing new permits in spring 2025; no replacement source has been identified.", "re_sourcing": false, "status": "frozen" } } }